Evidence map›Paper›PMID 41227884›Full record

ArticleMaterials (Basel, Switzerland)2025

Atomic-Scale Modulation of Lithium Metal Electrode Interfaces by Monolayer Graphene: A Molecular Dynamics Study.

Haoyu Yang, Runze Chen, Shouhang Fu, Shunxiang Mo, Yulin Chen, Jianfang Cao

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Haoyu YangSchool of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin 124221, China.ORCID 0009-0002-9357-5104
Runze ChenFaculty of Medicine, Dalian University of Technology, Dalian 116024, China.
Shouhang FuFaculty of Medicine, Dalian University of Technology, Dalian 116024, China.
Shunxiang MoSchool of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin 124221, China.
Yulin ChenSchool of Physical Education, Wuhan University of Technology, Wuhan 430062, China.
Jianfang CaoSchool of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin 124221, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Graphene, owing to its exceptional mechanical properties and interfacial modulation capability, is considered an ideal material for enhancing the interfacial strength and damage resistance during the fabrication of ultra-thin lithium foils. Although previous studies have demonstrated the reinforcing effects of graphene on lithium metal interfaces, most analyses have been restricted to single-temperature or idealized substrate conditions, lacking systematic investigations under practical, multi-temperature environments. Consequently, the influence of graphene coatings on lithium-ion conductivity and mechanical stability under real thermal conditions remains unclear. To address this gap, we employ LAMMPS-based molecular dynamics simulations to construct atomic-scale models of pristine lithium and graphene-coated lithium (C/Li) interfaces at three representative temperatures. Through comprehensive analyses of dislocation evolution, root-mean-square displacement, frictional response, and lithium-ion diffusion, we find that graphene coatings synergistically alleviate interfacial stress, suppress crack initiation, reduce friction, and enhance ionic conductivity, with these effects being particularly pronounced at elevated temperatures. These findings reveal the coupled mechanical and electrochemical regulation imparted by graphene, providing a theoretical basis for optimizing the structure of next-generation high-performance lithium metal anodes and laying the foundation for advanced interfacial engineering in battery technologies.

Indexed as

calenderinggraphenelithium anodemolecular dynamics

Identifiers

PMID41227884
PMCPMC12608029

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.